projects

Ongoing research on covert dialect bias in large language models, narrative-aware news recommendation, persuasive design for mindful AI use, and VANET security.

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Covert Dialect Bias in LLMs

Measuring covert dialect prejudice and contextual integrity violations in large language models.
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Narrlytics: Narrative-Aware News Recommendation

A narrative-grounded, explainable news recommender built on Greimas' Actantial Model.
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Persuasive Strategies for Mindful use of AI

A persuasive AI companion that promotes mindful, critical engagement with generative AI during graduate research.
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AI Readiness and the Demographic Dividend in Bangladeshi Higher Education

An exploratory study examining the AI readiness gap in Bangladeshi academia, bridging pedagogical and institutional leadership perspectives.
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Security and Privacy in VANETs

Blockchain-based trust management and privacy-preserving authentication for vehicular ad-hoc networks.